Christoffel symbols

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Template:Short description Template:Use American English In mathematics and physics, the Christoffel symbols are an array of numbers describing a metric connection.[1] The metric connection is a specialization of the affine connection to surfaces or other manifolds endowed with a metric, allowing distances to be measured on that surface. In differential geometry, an affine connection can be defined without reference to a metric, and many additional concepts follow: parallel transport, covariant derivatives, geodesics, etc. also do not require the concept of a metric.[2][3] However, when a metric is available, these concepts can be directly tied to the "shape" of the manifold itself; that shape is determined by how the tangent space is attached to the cotangent space by the metric tensor.[4] Abstractly, one would say that the manifold has an associated (orthonormal) frame bundle, with each "frame" being a possible choice of a coordinate frame. An invariant metric implies that the structure group of the frame bundle is the orthogonal group Template:Math. As a result, such a manifold is necessarily a (pseudo-)Riemannian manifold.[5][6] The Christoffel symbols provide a concrete representation of the connection of (pseudo-)Riemannian geometry in terms of coordinates on the manifold. Additional concepts, such as parallel transport, geodesics, etc. can then be expressed in terms of Christoffel symbols.

In general, there are an infinite number of metric connections for a given metric tensor; however, there is a unique connection that is free of torsion, the Levi-Civita connection. It is common in physics and general relativity to work almost exclusively with the Levi-Civita connection, by working in coordinate frames (called holonomic coordinates) where the torsion vanishes. For example, in Euclidean spaces, the Christoffel symbols describe how the local coordinate bases change from point to point.

At each point of the underlying Template:Math-dimensional manifold, for any local coordinate system around that point, the Christoffel symbols are denoted Template:Math for Template:Math. Each entry of this Template:Math array is a real number. Under linear coordinate transformations on the manifold, the Christoffel symbols transform like the components of a tensor, but under general coordinate transformations (diffeomorphisms) they do not. Most of the algebraic properties of the Christoffel symbols follow from their relationship to the affine connection; only a few follow from the fact that the structure group is the orthogonal group Template:Math (or the Lorentz group Template:Math for general relativity).

Christoffel symbols are used for performing practical calculations. For example, the Riemann curvature tensor can be expressed entirely in terms of the Christoffel symbols and their first partial derivatives. In general relativity, the connection plays the role of the gravitational force field with the corresponding gravitational potential being the metric tensor. When the coordinate system and the metric tensor share some symmetry, many of the Template:Math are zero.

The Christoffel symbols are named for Elwin Bruno Christoffel (1829–1900).[7]

Note

The definitions given below are valid for both Riemannian manifolds and pseudo-Riemannian manifolds, such as those of general relativity, with careful distinction being made between upper and lower indices (contra-variant and co-variant indices). The formulas hold for either sign convention, unless otherwise noted.

Einstein summation convention is used in this article, with vectors indicated by bold font. The connection coefficients of the Levi-Civita connection (or pseudo-Riemannian connection) expressed in a coordinate basis are called Christoffel symbols.

Preliminary definitions

Template:Main Given a manifold M, an atlas consists of a collection of charts φ:Un for each open cover UM. Such charts allow the standard vector basis (e1,,en) on n to be pulled back to a vector basis on the tangent space TM of M. This is done as follows. Given some arbitrary real function f:M, the chart allows a gradient to be defined:

if(fφ1)xifor i=1,2,,n

This gradient is commonly called a pullback because it "pulls back" the gradient on n to a gradient on M. The pullback is independent of the chart φ. In this way, the standard vector basis (e1,,en) on n pulls back to a standard ("coordinate") vector basis (1,,n) on TM. This is called the "coordinate basis", because it explicitly depends on the coordinates on n. It is sometimes called the "local basis".

This definition allows a common abuse of notation. The i were defined to be in one-to-one correspondence with the basis vectors ei on n. The notation i serves as a reminder that the basis vectors on the tangent space TM came from a gradient construction. Despite this, it is common to "forget" this construction, and just write (or rather, define) vectors ei on TM such that eii. The full range of commonly used notation includes the use of arrows and boldface to denote vectors:

ixieiei𝐞ii

where is used as a reminder that these are defined to be equivalent notation for the same concept. The choice of notation is according to style and taste, and varies from text to text.

The coordinate basis provides a vector basis for vector fields on M. Commonly used notation for vector fields on M include

X=X=Xii=Xixi

The upper-case X, without the vector-arrow, is particularly popular for index-free notation, because it both minimizes clutter and reminds that results are independent of the chosen basis, and, in this case, independent of the atlas.

The same abuse of notation is used to push forward one-forms from n to M. This is done by writing (φ1,,φn)=(x1,,xn) or x=φ or xi=φi. The one-form is then dxi=dφi. This is soldered to the basis vectors as dxi(j)=δji. Note the careful use of upper and lower indexes, to distinguish contravariant and covariant vectors.

The pullback induces (defines) a metric tensor on M. Several styles of notation are commonly used: gij=𝐞i𝐞j=ei,ej=eiaejbηab where both the centerdot and the angle-bracket , denote the scalar product. The last form uses the tensor ηab, which is understood to be the "flat-space" metric tensor. For Riemannian manifolds, it is the Kronecker delta ηab=δab. For pseudo-Riemannian manifolds, it is the diagonal matrix having signature (p,q). The notation eia serves as a reminder that pullback really is a linear transform, given as the gradient, above. The index letters a,b,c, live in n while the index letters i,j,k, live in the tangent manifold.

The matrix inverse gij of the metric tensor gij is given by gijgjk=δki This is used to define the dual basis: 𝐞i=𝐞jgji,i=1,2,,n

Some texts write 𝐠i for 𝐞i, so that the metric tensor takes the particularly beguiling form gij=𝐠i𝐠j. This is commonly done so that the symbol ei can be used unambiguously for the vierbein.

Definition in Euclidean space

In Euclidean space, the general definition given below for the Christoffel symbols of the second kind can be proven to be equivalent to: Γkij=𝐞ixj𝐞k=𝐞ixjgkm𝐞m

Christoffel symbols of the first kind can then be found via index lowering: Γkij=Γmijgmk=𝐞ixj𝐞mgmk=𝐞ixj𝐞k

Rearranging, we see that (assuming the partial derivative belongs to the tangent space, which cannot occur on a non-Euclidean curved space): 𝐞ixj=Γkij𝐞k=Γkij𝐞k

In words, the arrays represented by the Christoffel symbols track how the basis changes from point to point. If the derivative does not lie on the tangent space, the right expression is the projection of the derivative over the tangent space (see covariant derivative below). Symbols of the second kind decompose the change with respect to the basis, while symbols of the first kind decompose it with respect to the dual basis. In this form, it is easy to see the symmetry of the lower or last two indices: Γkij=Γkji and Γkij=Γkji, from the definition of 𝐞i and the fact that partial derivatives commute (as long as the manifold and coordinate system are well behaved).

The same numerical values for Christoffel symbols of the second kind also relate to derivatives of the dual basis, as seen in the expression: 𝐞ixj=Γijk𝐞k, which we can rearrange as: Γijk=𝐞ixj𝐞k.

General definition

The Christoffel symbols come in two forms: the first kind, and the second kind. The definition of the second kind is more basic, and thus is presented first.

Christoffel symbols of the second kind (symmetric definition)

The Christoffel symbols of the second kind are the connection coefficients—in a coordinate basis—of the Levi-Civita connection. In other words, the Christoffel symbols of the second kind[8][9] Template:Math (sometimes Template:Math or Template:Math)[7][8] are defined as the unique coefficients such that iej=Γkijek, where Template:Math is the Levi-Civita connection on Template:Math taken in the coordinate direction Template:Math (i.e., Template:Math) and where Template:Math is a local coordinate (holonomic) basis. Since this connection has zero torsion, and holonomic vector fields commute (i.e. [ei,ej]=[i,j]=0) we have iej=jei. Hence in this basis the connection coefficients are symmetric:[8] Γkij=Γkji. For this reason, a torsion-free connection is often called symmetric.

The Christoffel symbols can be derived from the vanishing of the covariant derivative of the metric tensor Template:Math: 0=lgik=gikxlgmkΓmilgimΓmkl=gikxl2gm(kΓmi)l.

As a shorthand notation, the nabla symbol and the partial derivative symbols are frequently dropped, and instead a semicolon and a comma are used to set off the index that is being used for the derivative. Thus, the above is sometimes written as 0=gik;l=gik,lgmkΓmilgimΓmkl.

Using that the symbols are symmetric in the lower two indices, one can solve explicitly for the Christoffel symbols as a function of the metric tensor by permuting the indices and resumming:[10] Γikl=12gim(gmkxl+gmlxkgklxm)=12gim(gmk,l+gml,kgkl,m),

where Template:Math is the inverse of the matrix Template:Math, defined as (using the Kronecker delta, and Einstein notation for summation) Template:Math. Although the Christoffel symbols are written in the same notation as tensors with index notation, they do not transform like tensors under a change of coordinates.

Contraction of indices

Contracting the upper index with either of the lower indices (those being symmetric) leads to Γiki=xkln|g| where g=detgik is the determinant of the metric tensor. This identity can be used to evaluate divergence of vectors.

Christoffel symbols of the first kind

The Christoffel symbols of the first kind can be derived either from the Christoffel symbols of the second kind and the metric,[11] Γcab=gcdΓdab,

or from the metric alone,[11] Γcab=12(gcaxb+gcbxagabxc)=12(gca,b+gcb,agab,c)=12(bgca+agcbcgab).

As an alternative notation one also finds[7][12][13]

Γcab=[ab,c]. It is worth noting that Template:Math.[10]

Connection coefficients in a nonholonomic basis

The Christoffel symbols are most typically defined in a coordinate basis, which is the convention followed here. In other words, the name Christoffel symbols is reserved only for coordinate (i.e., holonomic) frames. However, the connection coefficients can also be defined in an arbitrary (i.e., nonholonomic) basis of tangent vectors Template:Math by 𝐮i𝐮j=ωkij𝐮k.

Explicitly, in terms of the metric tensor, this is[9] ωikl=12gim(gmk,l+gml,kgkl,m+cmkl+cmlkcklm),

where Template:Math are the commutation coefficients of the basis; that is, [𝐮k,𝐮l]=cklm𝐮m

where Template:Math are the basis vectors and Template:Math is the Lie bracket. The standard unit vectors in spherical and cylindrical coordinates furnish an example of a basis with non-vanishing commutation coefficients. The difference between the connection in such a frame, and the Levi-Civita connection is known as the contorsion tensor.

Ricci rotation coefficients (asymmetric definition)

When we choose the basis Template:Math orthonormal: Template:Math then Template:Math. This implies that ωikl=12ηim(cmkl+cmlkcklm) and the connection coefficients become antisymmetric in the first two indices: ωabc=ωbac, where ωabc=ηadωdbc.

In this case, the connection coefficients Template:Math are called the Ricci rotation coefficients.[14][15]

Equivalently, one can define Ricci rotation coefficients as follows:[9] ωkij:=𝐮k(j𝐮i), where Template:Math is an orthonormal nonholonomic basis and Template:Math its co-basis.

Transformation law under change of variable

Under a change of variable from (x1,,xn) to (x¯1,,x¯n), Christoffel symbols transform as

Γ¯ikl=x¯ixmxnx¯kxpx¯lΓmnp+2xmx¯kx¯lx¯ixm

where the overline denotes the Christoffel symbols in the x¯i coordinate system. The Christoffel symbol does not transform as a tensor, but rather as an object in the jet bundle. More precisely, the Christoffel symbols can be considered as functions on the jet bundle of the frame bundle of Template:Math, independent of any local coordinate system. Choosing a local coordinate system determines a local section of this bundle, which can then be used to pull back the Christoffel symbols to functions on Template:Math, though of course these functions then depend on the choice of local coordinate system.

For each point, there exist coordinate systems in which the Christoffel symbols vanish at the point.[16] These are called (geodesic) normal coordinates, and are often used in Riemannian geometry.

There are some interesting properties which can be derived directly from the transformation law.

  • For linear transformation, the inhomogeneous part of the transformation (second term on the right-hand side) vanishes identically and then Γijk behaves like a tensor.
  • If we have two fields of connections, say Γijk and Γ~ijk, then their difference ΓijkΓ~ijk is a tensor since the inhomogeneous terms cancel each other. The inhomogeneous terms depend only on how the coordinates are changed, but are independent of Christoffel symbol itself.
  • If the Christoffel symbol is unsymmetric about its lower indices in one coordinate system i.e., ΓijkΓikj, then they remain unsymmetric under any change of coordinates. A corollary to this property is that it is impossible to find a coordinate system in which all elements of Christoffel symbol are zero at a point, unless lower indices are symmetric. This property was pointed out by Albert Einstein[17] and Erwin Schrödinger[18] independently.

Relationship to parallel transport and derivation of Christoffel symbols in Riemannian space

If a vector ξi is transported parallel on a curve parametrized by some parameter s on a Riemannian manifold, the rate of change of the components of the vector is given by dξids=Γimjdxmdsξj.

Now just by using the condition that the scalar product gikξiηk formed by two arbitrary vectors ξi and ηk is unchanged is enough to derive the Christoffel symbols. The condition is dds(gikξiηk)=0 which by the product rule expands to gikxldxldsξiηk+gikdξidsηk+gikξidηkds=0.

Applying the parallel transport rule for the two arbitrary vectors and relabelling dummy indices and collecting the coefficients of ξiηkdxl (arbitrary), we obtain

gikxl=grkΓril+girΓrlk.

This is same as the equation obtained by requiring the covariant derivative of the metric tensor to vanish in the General definition section. The derivation from here is simple. By cyclically permuting the indices ikl in above equation, we can obtain two more equations and then linearly combining these three equations, we can express Γijk in terms of the metric tensor.

Relationship to index-free notation

Let Template:Math and Template:Math be vector fields with components Template:Math and Template:Math. Then the Template:Mathth component of the covariant derivative of Template:Math with respect to Template:Math is given by (XY)k=Xi(iY)k=Xi(Ykxi+ΓkimYm).

Here, the Einstein notation is used, so repeated indices indicate summation over indices and contraction with the metric tensor serves to raise and lower indices: g(X,Y)=XiYi=gikXiYk=gikXiYk.

Keep in mind that Template:Math and that Template:Math, the Kronecker delta. The convention is that the metric tensor is the one with the lower indices; the correct way to obtain Template:Math from Template:Math is to solve the linear equations Template:Math.

The statement that the connection is torsion-free, namely that XYYX=[X,Y]

is equivalent to the statement that—in a coordinate basis—the Christoffel symbol is symmetric in the lower two indices: Γijk=Γikj.

The index-less transformation properties of a tensor are given by pullbacks for covariant indices, and pushforwards for contravariant indices. The article on covariant derivatives provides additional discussion of the correspondence between index-free notation and indexed notation.

Covariant derivatives of tensors

The covariant derivative of a vector field with components Template:Math is lVm=Vmxl+ΓmklVk.

By corollary, divergence of a vector can be obtained as iVi=1g(gVi)xi.

The covariant derivative of a covector field Template:Math is lωm=ωmxlΓkmlωk.

The symmetry of the Christoffel symbol now implies ijφ=jiφ for any scalar field, but in general the covariant derivatives of higher order tensor fields do not commute (see curvature tensor).

The covariant derivative of a type Template:Math tensor field Template:Math is lAik=Aikxl+ΓimlAmk+ΓkmlAim, that is, Aik;l=Aik,l+AmkΓiml+AimΓkml.

If the tensor field is mixed then its covariant derivative is Aik;l=Aik,l+AmkΓimlAimΓmkl, and if the tensor field is of type Template:Math then its covariant derivative is Aik;l=Aik,lAmkΓmilAimΓmkl.

Contravariant derivatives of tensors

To find the contravariant derivative of a vector field, we must first transform it into a covariant derivative using the metric tensor lVm=giliVm=giliVm+gilΓkimVk=lVm+gilΓkimVk

Applications

In general relativity

The Christoffel symbols find frequent use in Einstein's theory of general relativity, where spacetime is represented by a curved 4-dimensional Lorentz manifold with a Levi-Civita connection. The Einstein field equations—which determine the geometry of spacetime in the presence of matter—contain the Ricci tensor, and so calculating the Christoffel symbols is essential. Once the geometry is determined, the paths of particles and light beams are calculated by solving the geodesic equations in which the Christoffel symbols explicitly appear.

In classical (non-relativistic) mechanics

Let xi be the generalized coordinates and x˙i be the generalized velocities, then the kinetic energy for a unit mass is given by T=12gikx˙ix˙k, where gik is the metric tensor. If V(xi), the potential function, exists then the contravariant components of the generalized force per unit mass are Fi=V/xi. The metric (here in a purely spatial domain) can be obtained from the line element ds2=2Tdt2. Substituting the Lagrangian L=TV into the Euler-Lagrange equation, we get[19]

gikx¨k+12(gikxl+gilxkglkxi)x˙lx˙k=Fi.

Now multiplying by gij, we get x¨j+Γjlkx˙lx˙k=Fj.

When Cartesian coordinates can be adopted (as in inertial frames of reference), we have an Euclidean metrics, the Christoffel symbol vanishes, and the equation reduces to Newton's second law of motion. In curvilinear coordinates[20] (forcedly in non-inertial frames, where the metrics is non-Euclidean and not flat), fictitious forces like the Centrifugal force and Coriolis force originate from the Christoffel symbols, so from the purely spatial curvilinear coordinates.

In Earth surface coordinates

Given a spherical coordinate system, which describes points on the Earth surface (approximated as an ideal sphere).

x(R,θ,φ)=(RcosθcosφRcosθsinφRsinθ)

For a point x, Template:Mvar is the distance to the Earth core (usually approximately the Earth radius). Template:Mvar and Template:Mvar are the latitude and longitude. Positive Template:Mvar is the northern hemisphere. To simplify the derivatives, the angles are given in radians (where d sin(x)/dx = cos(x), the degree values introduce an additional factor of 360 / 2 pi).

At any location, the tangent directions are eR (up), eθ (north) and eφ (east) - you can also use indices 1,2,3.

eR=(cosθcosφcosθsinφsinθ)eθ=R(sinθcosφsinθsinφcosθ)eφ=Rcosθ(sinφcosφ0)

The related metric tensor has only diagonal elements (the squared vector lengths). This is an advantage of the coordinate system and not generally true.

[21]gRR=1gθθ=R2gφφ=R2cos2θgij=0elsegRR=1gθθ=1/R2gφφ=1/(R2cos2θ)gij=0else

Now the necessary quantities can be calculated. Examples:

eR=eRgRR=1eR=(cosθcosφcosθsinφsinθ)ΓRφφ=eRφeφ=eR(RcosθcosφRcosθsinφ0)=Rcos2θ

The resulting Christoffel symbols of the second kind Γkji=ekejxi then are (organized by the "derivative" index Template:Mvar in a matrix):

(ΓRRRΓRθRΓRφRΓθRRΓθθRΓθφRΓφRRΓφθRΓφφR)=(00001/R0001/R)(ΓRRθΓRθθΓRφθΓθRθΓθθθΓθφθΓφRθΓφθθΓφφθ)=(0R01/R0000tanθ)(ΓRRφΓRθφΓRφφΓθRφΓθθφΓθφφΓφRφΓφθφΓφφφ)=(00Rcos2θ00cosθsinθ1/Rtanθ0)

These values show how the tangent directions (columns: eR, eθ, eφ) change, seen from an outside perspective (e.g. from space), but given in the tangent directions of the actual location (rows: Template:Mvar, Template:Mvar, Template:Mvar).

As an example, take the nonzero derivatives by Template:Mvar in Γkj θ, which corresponds to a movement towards north (positive dθ):

  • The new north direction eθ changes by -R dθ in the up (R) direction. So the north direction will rotate downwards towards the center of the Earth.
  • Similarly, the up direction eR will be adjusted towards the north. The different lengths of eR and eθ lead to a factor of 1/R .
  • Moving north, the east tangent vector eφ changes its length (-tan(θ) on the diagonal), it will shrink (-tan(θ) dθ < 0) on the northern hemisphere, and increase (-tan(θ) dθ > 0) on the southern hemisphere.[21]

These effects are maybe not apparent during the movement, because they are the adjustments that keep the measurements in the coordinates Template:Mvar, Template:Mvar, Template:Mvar. Nevertheless, it can affect distances, physics equations, etc. So if e.g. you need the exact change of a magnetic field pointing approximately "south", it can be necessary to also correct your measurement by the change of the north direction using the Christoffel symbols to get the "true" (tensor) value.

The Christoffel symbols of the first kind Γlji=glkΓkji show the same change using metric-corrected coordinates, e.g. for derivative by Template:Mvar:

(ΓRRφΓRθφΓRφφΓθRφΓθθφΓθφφΓφRφΓφθφΓφφφ)=Rcosθ(00cosθ00RsinθcosθRsinθ0)

Lagrangian approach at finding a solution

In cylindrical coordinates, Cartesian and cylindrical polar coordinates exist as:

{x=rcosφy=rsinφz=h and {r=x2+y2φ=arctan(yx)h=z

Cartesian points exist and Christoffel Symbols vanish as time passes, therefore, in cylindrical coordinates:

Γrrr=Γφrr=2xr2rx+2yr2ry+2zr2rz=0

Γrφr=Γφrr=2xrφrx+2yrφry+2zrφrz=sinφcosφ+sinφcosφ=0

Γφφr=2xφ2rx+2yφ2ry+2zφ2rz=xryr=r

Γrrφ=Γφrφ=2xr2φx+2yr2φy+2zr2φz=0

Γrφφ=Γφrφ=2xrφφx+2yrφφy+2zrφφz=yr2+cosφxr2=1r

Γφφφ=2xφ2φx+2yφ2φy+2zφ2φz=xr2yr2=0

Spherical coordinates (using Lagrangian 2x2x2)

ds2=dθ2+sin2θdϕ2

The Lagrangian can be evaluated as:

L=θ˙2+sin2θϕ˙2

Hence,

{ϕ¨+2cosθsinθθ˙ϕ˙=0θ¨sinθcosθϕ˙2=0d2xkdλ2+Γijkdxidλdxjdλ=0Lθ¨=0 can be rearranged to {ϕ¨+2cosθsinθθ˙ϕ˙=0θ¨sinθcosθϕ˙2=0

By using the following geodesic equation:

d2xkdλ2+Γijkdxidλdxjdλ=0

The following can be obtained:

Γ221=sinθcosθ(Γ122)=Γ212cosθsinθ

[21]

Lagrangian mechanics in geodesics (principles of least action in Christoffel symbols)

Incorporating Lagrangian mechanics and using the Euler–Lagrange equation, Christoffel symbols can be substituted into the Lagrangian to account for the geometry of the manifold. Christoffel symbols being calculated from the metric tensor, the equations can be derived and expressed from the principle of least action. When applying the Euler-Lagrange equation to a system of equations, the Lagrangian will include terms involving the Christoffel symbols, allowing the equation to act for the curvature which can determine the correct equations of motion for objects moving along geodesics.

Using the principle of least action from the Euler-Lagrange equation

The Euler-Lagrange equation is applied to a functional related to the path of an object in a spherical coordinate system,

Given LC2(3) and yC1[a,b] such that y(a)=C and ey(b)=d

if

{abL(y(x))dxabL(y(x))dxabL(x)dx

Reaches its minimum miny0C , where y0 is a solution that can be found by solving the differential equation:

ddx(Ly(y(x),y(x)))Ly(y(x),y(x))=0

The differential equation provides the mathematical conditions that must be satisfied for this optimal path.

[21]

See also

Notes

Template:Reflist

References

Template:Tensors

  1. See, for instance, Template:Harv and Template:Harv
  2. Ronald Adler, Maurice Bazin, Menahem Schiffer, Introduction to General Relativity (1965) McGraw-Hill Book Company Template:ISBN (See section 2.1)
  3. Charles W. Misner, Kip S. Thorne, John Archibald Wheeler, Gravitation (1973) W. H. Freeman Template:ISBN (See chapters 8-11)
  4. Misner, Thorne, Wheeler, op. cit. (See chapter 13)
  5. Jurgen Jost, Riemannian Geometry and Geometric Analysis, (2002) Springer-Verlag Template:ISBN
  6. David Bleeker, Gauge Theory and Variational Principles (1991) Addison-Wesely Publishing Company Template:ISBN
  7. 7.0 7.1 7.2 Template:Citation
  8. 8.0 8.1 8.2 Template:Cite book
  9. 9.0 9.1 9.2 Template:Cite web
  10. 10.0 10.1 Template:Citation
  11. 11.0 11.1 Template:Citation
  12. Template:Cite book
  13. Template:Cite book
  14. Template:Cite journal
  15. Template:Cite journal
  16. This is assuming that the connection is symmetric (e.g., the Levi-Civita connection). If the connection has torsion, then only the symmetric part of the Christoffel symbol can be made to vanish.
  17. Template:Cite web
  18. Schrödinger, E. (1950). Space-time structure. Cambridge University Press.
  19. Adler, R., Bazin, M., & Schiffer, M. Introduction to General Relativity (New York, 1965).
  20. David, Kay, Tensor Calculus (1988) McGraw-Hill Book Company Template:ISBN (See section 11.4)
  21. 21.0 21.1 21.2 21.3 Template:Cite web